Keep seeing weird blocks and I sometimes hear footsteps when there is nothing there

When I loaded the world it had blocks that I had never seen for example a block with 4 squares the top right and bottom left are purple while the rest is green

I also saw a weird entity in the strip mine that I made it was all black but had white eyes

It randomly disappeared.